The vibrant colors of the market assaulted Liam's senses. "Travel through Southeast Asia," the list declared. His mother, who’d built her life on routine. Liam felt a surge of both excitement and panic.

He was in Bangkok, following his mother’s list. The vibrant city, the bustling streets, were overwhelming. He felt a profound disorientation, as if he didn't know how to navigate this new landscape.

He found himself walking in circles, avoiding eye contact, desperate for an escape. He wanted to go back to the familiar, to the comfort of his own room, the quiet solace of routine.

Emotion: trapped

Cluster: Sadness / Despair
PC1 (Valence): -3.02 Negative
PC2 (Disposition): -0.80

Role in Research

This story is one of 1,000 stories generated for the emotion trapped. During extraction, it was fed through Gemma4-31B and its hidden state activations were captured at 11 layers.

The mean activation across all 1,000 trapped stories, after denoising with neutral dialogue baselines, produces the trapped emotion vector -- a direction in the model's 5,376-dimensional representation space.

Logit Lens (Layer 40)

Tokens promoted/suppressed when the trapped vector is projected through the unembedding matrix.

Promoted:
S0.573
ness0.401
无法0.366
hopeless0.360
😞0.353
Suppressed:
la-0.740
de-0.376
l-0.339
several-0.323
excitedly-0.322